Sīdus · Research brief

Monitoring Under Scarcity

From information to causal use in resource-bounded intelligent systems

Research question

How can we distinguish information that is merely present in a monitoring channel from information a system actually uses — and what happens to that distinction when useful monitors must compete for limited processing capacity?

Established

The protocol separates information availability from causal use across known ground-truth cases, reliably across training initializations.

Not established

Metarepresentation; generality to realistic architectures; an ecology of interacting channels; or any claim about biological cognition.

Next

Introduce genuine competition among useful monitoring channels under a shared capacity budget, while preserving the A2/A3 distinction.

Download research brief (PDF) 8 September 2026

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Published · 4 pages.

Archived research record: Zenodo · DOI 10.5281/zenodo.22661563
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